Grace — AI Moment Detection Engine

Grace — AI Moment Detection Engine

Clipped by Grace

fortalezatech1
@fortalezatech1
Published on Apr 25, 2026
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About Grace — AI Moment Detection Engine

Grace — AI Moment Detection Engine | Emotional Video Intelligence Grace is an AI-powered video intelligence platform that finds the emotional peaks in long-form video and turns them into ranked, searchable, ready-to-publish short-form clips. Built for creators who work with podcasts, interviews, sermons, documentaries, keynotes, vlogs, and live streams — any long video where the most valuable moments are buried in hours of footage. She doesn't find clips. She finds moments. What Grace Does Upload a long-form video — 30 minutes to several hours. Grace transcribes it on GPU, scores every moment across three intelligence dimensions, and returns a ranked library of the highest-impact clips — automatically reframed for vertical, captioned, and ready to export to YouTube Shorts, TikTok, or Instagram Reels. Grace IQ³ — Three-Dimensional Moment Scoring Every clip is scored on: • Emotional intensity — vocal energy, pacing changes, sentiment shifts, breakdowns, breakthroughs • Visual drama — motion, scene change, body language, on-camera energy • Narrative weight — quotability, story-arc placement, hook strength The result is a ranked feed of moments, not a wall of arbitrary cuts. Emotion Tagging — Search by Feeling Every clip is tagged with the emotion driving it: joy, grief, awe, faith, tension, breakthrough, defeat, peace, anger, conviction. Search your archive by feeling. "Find clips of speakers breaking down." "Show me high-energy openings under 30 seconds." "Pull every moment of awe from my last 50 sermons." Grace Studio — The Editor Built Around the Library Browser-based timeline editor designed around the moment library. Replaces Premiere Pro for short-form workflows. • Drag-and-drop timeline with unlimited clips • Multi-track voiceover and music stacking • Face-tracked vertical reframing (9:16, 1:1, 16:9) • Cinematic LUTs (cinematic, clean, dark grit, mono, b&w) • Animated captions with karaoke word reveal • Dynamic split-screen layouts for podcasts and two-person interviews • Audio ducking — music auto-lowers under voiceover • Cinematic zoom and vertical pan controls • Multi-platform export — Shorts, TikTok, Reels, square, landscape • Cloud rendering — no local export, no GPU required Smart Media Library — Your Cloud Archive, Indexed Grace doubles as a searchable cloud media manager. Every clip is stored, transcribed, tagged, and scored — searchable by emotion, keyword, transcript text, drama score, or speaker. Your library compounds. The 100th video you upload is more useful than the first because Grace is drawing from a deeper well of indexed moments. Who Grace Is For • Podcasters turning hour-long episodes into 10–20 cuts per upload • Faith and motivational creators publishing daily Shorts • Documentary and interview producers mining hours of footage • Coaches, speakers, educators repurposing keynotes and talks • Agencies and content editors who need clip volume without losing quality • Pastors and faith leaders clipping sermons and teachings • Solo creators with back catalogs of long-form content sitting unused Common Use Cases • Turning a 90-minute podcast into 15 ranked short-form cuts overnight • Mining a back catalog of 50+ sermons or talks for viral moments • Finding every breakdown, confession, or breakthrough in a documentary • Surfacing quotable lines from hour-long interviews • Repurposing live streams, webinars, and keynotes into daily Shorts • Building a searchable archive of every emotional moment from years of content • Re-cutting old episodes when a topic suddenly trends • Publishing 5+ Shorts a day without spending hours in Premiere Pro The Engine Underneath • Whisper-large transcription on T4 GPU — sub-10-minute turnaround on hour-long video • Claude AI emotion tagging on every clip • pyannote speaker diarization for multi-person content • Visual motion and scene-change analysis • Drama scoring blended across audio and visual signals • Real-time progressive clip delivery — clips appear in your library as they're extracted, not after the batch finishes • Preference learning — Grace tracks every clip you keep, edit, or skip and gets sharper with each export Built for Scale Upload up to 2GB per file. Cloud-rendered — no local hardware required. Works in any browser. Process multiple videos in parallel. No software to install. What Makes Grace Different Most clipping tools find sentences. Grace finds moments. Most tools optimize for hooks and watch-time. Grace optimizes for emotional truth. Most tools throw thirty random cuts at you and hope. Grace ranks the top moments and tells you why. Most tools forget the work after export. Grace builds a permanent, searchable archive that gets smarter with every video. She doesn't just cut your video. She reads it. Built by Fortaleza Tech. fortalezatech.com

Product Insights

Grace provides an AI-driven environment for transforming long-form video into vertical social media clips through a multi-dimensional emotional and narrative scoring engine. It combines high-speed GPU transcription with a browser-based studio to automate reframing, captioning, and multi-track editing.

  • Grace IQ scoring utilizes emotional intensity, visual drama, and narrative weight to rank video moments.
  • Integrated web editor supports face-tracked vertical reframing and cloud rendering for instant exports.
  • Searchable cloud media library allows users to filter archives by specific emotions, keywords, and speaker.
  • Cross-platform accessibility with dedicated support for Web, Mobile, and Desktop environments.

Ideal for: Content Creators, Solopreneurs, and Entrepreneurs who need to efficiently extract and rank high-impact clips from long-form content like podcasts, sermons, and keynotes.

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Comments (4)

G
@gopalApr 27, 2026

Really impressive to see this go live. This stands out in all the right ways. Best of luck — excited to follow the journey!

fortalezatech1
@fortalezatech1May 1, 2026

@gopal I appreciate the support! Thank you!

chaudharyarun5797
@chaudharyarun5797Apr 25, 2026

Grace automatically detects the best moments in long videos to clip and share. Really clever use of AI for content creators who want highlights without manual scrubbing.

fortalezatech1
@fortalezatech1Apr 25, 2026

Thank you for your nice comment. Grace is definitely one of kind. Not only can she detect "the moments" she has a studio as well. I completely replaced my Adobe Premiere workflow with the Grace's Studio.

P
@princeroyApr 25, 2026

Dead site

fortalezatech1
@fortalezatech1Apr 25, 2026

@princeroy Hey @princeroy — site's loading fine on my end (HTTP 200, served by Vercel). Could you share what URL you tried and what error you saw? Happy to look into it.

jkleiner1
@jkleiner1Apr 25, 2026

Congrats!

fortalezatech1
@fortalezatech1Apr 25, 2026

@jkleiner1 thank you